An In-Situ Sensor Measurement Assimilation Program is being established at the Canada Centre for Remote Sensing. This paper highlights the goals and general framework of this new, strategic initiative. The in-situ sensing framework is illustrated conceptually in the context of three remote sensing applications. The paper also looks ahead to the use of sensor webs and sensor pods, as technology moves towards the concept of a global virtual presence.